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Robotics research & statistics

Data-driven reference articles on embodied AI — training data, humanoid robots, VLA models, actuators, and data collection. Every statistic traced to a primary source. Updated quarterly.

Robotics Data

Robotics Training Data Statistics (2026): 50+ Data Points on Dataset Sizes, Demonstration Costs, and Scaling Laws

The hours behind π0, Helix, GR00T and Gemini Robotics, the robot-data bottleneck vs LLMs, cost per demonstration hour, real-world vs simulation data mix, and data scaling laws.

Published Jul 17, 202656 sourced stats Humanoid Robots

Humanoid Robot Market Statistics (2026): 50+ Data Points on Market Forecasts, Unit Shipments, and Cost Curves

$38B–$7T market forecasts side by side, 2025–2026 unit shipments, BOM cost curves, $6.1B of venture funding, and the China vs US supply-chain split.

Published Jul 17, 202654 sourced stats Foundation Models

VLA Model Statistics (2026): 50+ Data Points on Model Releases, Training Data, and Benchmark Performance

15 major vision-language-action models since 2022 — parameter counts from 35M to 55B, training dataset composition, benchmark success rates, and control frequency gains.

Published Jul 17, 202659 sourced stats Hardware

Robot Actuator Market Statistics (2026): 50+ Data Points on Joint Modules, Humanoid BOM Costs, and the Supply Chain

The humanoid actuator market's 80% CAGR, joint modules as 30–50% of BOM cost, ~30 actuators per humanoid, harmonic reducer growth, and China's 63% supply-chain share.

Published Jul 17, 202658 sourced stats Data Collection

Robot Teleoperation and Demonstration Data Collection Statistics (2026): 50 Data Points on Cost, Throughput, and Collection Methods

$3–$48/hr operator costs, million-trajectory teleop datasets, handheld grippers vs teleop rigs vs egocentric video, and China's 40+ data-collection centers.

Published Jul 17, 202650 sourced stats
About this research. Cervo Technology is a robotics data and hardware sourcing partner. We publish sourced statistics on embodied AI so teams can plan with real numbers. Every figure links to its primary source — original papers, official company reports, and named market research. Need training data or robotics hardware? Talk to our team.